LinkedIn network intelligence
Upload your LinkedIn data export. Every connection gets sorted by sector, role and seniority — then track every conversation you start.
No signup for the demo · No LinkedIn password, ever
Settings → Data Privacy → Get a copy of your data → Connections. LinkedIn emails you the file, usually within ten minutes.
A typical export holds 900+ distinct employers and 800+ distinct job titles. Those collapse into around 20 sectors, 18 role families and 9 seniority levels, so “MLE II” and “Machine Learning Engineer” land in the same bucket.
Stack filters until you have a real shortlist — alumni, in AI roles, senior. Draft a message, send it yourself on LinkedIn, and track who replied.
LinkedIn's official API doesn't expose your connection list, and automating a logged-in session breaches their User Agreement — the usual outcome is a restricted account. That's a bad trade when your job search runs through it.
Your data export holds the same information and is yours by right. So LinkEdge never asks for your LinkedIn password, never logs in as you, and never scrapes anything. It also never sends messages for you: you get a draft, you send it.
No. Downloading your own data is a right LinkedIn gives you explicitly. What would breach their terms is scraping or automating a logged-in session — which is exactly what this avoids.
It's used to show you your own network and nothing else. Never sold, never pooled across accounts, never shown to another user. You can delete all of it at any moment, and deletion is immediate.
On a real 1,274-connection export: 87% of job titles and 71% of employers classified. Where a company name is unfamiliar but the job title is clear, the two fill each other's gaps — and anything inferred that way is shown in italics.
No — it's a snapshot of what you uploaded. Upload a fresh export any time; it merges cleanly and keeps your tags, notes and outreach history.
Your export describes other people — their names, employers and job titles. Keep it to your own professional networking, and only upload an export that is yours. How we handle it